Single-cell immunophenotyping revealed the association of CD4+ central and CD4+ effector memory T cells linking exacerbating chronic obstructive pulmonary disease and NSCLC

Front Immunol. 2023 Dec 20:14:1297577. doi: 10.3389/fimmu.2023.1297577. eCollection 2023.

Abstract

Introduction: Tobacco smoking generates airway inflammation in chronic obstructive pulmonary disease (COPD), and its involvement in the development of lung cancer is still among the leading causes of early death. Therefore, we aimed to have a better understanding of the disbalance in immunoregulation in chronic inflammatory conditions in smoker subjects with stable COPD (stCOPD), exacerbating COPD (exCOPD), or non-small cell lung cancer (NSCLC).

Methods: Smoker controls without chronic illness were recruited as controls. Through extensive mapping of single cells, surface receptor quantification was achieved by single-cell mass cytometry (CyTOF) with 29 antibodies. The CyTOF characterized 14 main immune subsets such as CD4+, CD8+, CD4+/CD8+, CD4-/CD8-, and γ/δ T cells and other subsets such as CD4+ or CD8+ NKT cells, NK cells, B cells, plasmablasts, monocytes, CD11cdim, mDCs, and pDCs. The CD4+ central memory (CM) T cells (CD4+/CD45RA-/CD45RO+/CD197+) and CD4+ effector memory (EM) T cells (CD4+/CD45RA-/CD45RO+/CD197-) were FACS-sorted for RNA-Seq analysis. Plasma samples were assayed by Luminex MAGPIX® for the quantitative measurement of 17 soluble immuno-oncology mediators (BTLA, CD28, CD80, CD27, CD40, CD86, CTLA-4, GITR, GITRL, HVEM, ICOS, LAG-3, PD-1, PD-L1, PD-L2, TIM-3, TLR-2) in the four studied groups.

Results: Our focus was on T-cell-dependent differences in COPD and NSCLC, where peripheral CD4+ central memory and CD4+ effector memory cells showed a significant reduction in exCOPD and CD4+ CM showed elevation in NSCLC. The transcriptome analysis delineated a perfect correlation of differentially expressed genes between exacerbating COPD and NSCLC-derived peripheral CD4+ CM or CD4+ EM cells. The measurement of 17 immuno-oncology soluble mediators revealed a disease-associated phenotype in the peripheral blood of stCOPD, exCOPD, and NSCLC patients.

Discussion: The applied single-cell mass cytometry, the whole transcriptome profiling of peripheral CD4+ memory cells, and the quantification of 17 plasma mediators provided complex data that may contribute to the understanding of the disbalance in immune homeostasis generated or sustained by tobacco smoking in COPD and NSCLC.

Keywords: CD4 central memory T cells; CD4 effector memory T cells; exacerbating COPD; non-small cell lung cancer; single-cell mass cytometry; stable COPD; tobacco smoking.

Publication types

  • Research Support, Non-U.S. Gov't
  • Comment

MeSH terms

  • CD4-Positive T-Lymphocytes
  • Carcinoma, Non-Small-Cell Lung*
  • Humans
  • Immunophenotyping
  • Lung Neoplasms*
  • Memory T Cells
  • Pulmonary Disease, Chronic Obstructive*

Grants and funding

The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded by the 2017-1.3.1-VKE-2017-00028, and 2020‐1.1.6‐JÖVŐ−2021‐00003, FK22-142877 (GS), FK-142312 (MM), and KFI_16-1-2017-0105, and GINOP_PLUSZ-1.1.2-21-2021-00003 grant from the National Research, Development, and Innovation Office. This work was supported by the János Bolyai Research Scholarship of the Hungarian Academy of Sciences BO/00582/22/8 (GS), BO/00193/23/5 (MM) and BO/00594/22/8 (ZC). This work was supported by the by the ÚNKP-23-5 -SZTE-694 (GS), ÚNKP-22-4 -SZTE-291 (GB), ÚNKP-23-4 -SZTE-334 (GB), ÚNKP-23-5 -SZTE-688 (MM), and ÚNKP-23-5 -SZTE-712 (ZC) New National Excellence Program of the Ministry for Innovation and Technology. This manuscript was prepared with the professional support of the doctoral student scholarship program of the Ministry of Innovation and Technology, financed by the National Research, Development, and Innovation Fund for NG (C1764415).